Stéphane Ross

34 papers A* 5A 6C 1Misc 1Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2019	A	`conf`	Agent Prioritization for Autonomous Navigation. IROS Khaled S. Refaat, Kai Ding, Natalia Ponomareva, Stéphane Ross
2019	J	`jnl`	Agent Prioritization for Autonomous Navigation. CoRR Khaled S. Refaat, Kai Ding, Natalia Ponomareva, Stéphane Ross
2016	—	`conf`	A Credit Assignment Compiler for Joint Prediction. NIPS Kai-Wei Chang, He He, Stéphane Ross, Hal Daumé III, John Langford
2014	J	`jnl`	Efficient programmable learning to search. CoRR Hal Daumé III, John Langford, Stéphane Ross
2014	J	`jnl`	Normalized Online Learning. CoRR Stéphane Ross, Paul Mineiro, John Langford
2014	J	`jnl`	Online Planning Algorithms for POMDPs. CoRR Stéphane Ross, Joelle Pineau, Sébastien Paquet, Brahim Chaib-draa
2014	J	`jnl`	Reinforcement and Imitation Learning via Interactive No-Regret Learning. CoRR Stéphane Ross, J. Andrew Bagnell
2013	—	`—`	Interactive Learning for Sequential Decisions and Predictions. Stéphane Ross
2013	J	`jnl`	Knapsack Constrained Contextual Submodular List Prediction with Application to Multi-document Summarization. CoRR Jiaji Zhou, Stéphane Ross, Yisong Yue, Debadeepta Dey, J. Andrew Bagnell
2013	J	`jnl`	Learning Policies for Contextual Submodular Prediction CoRR Stéphane Ross, Jiaji Zhou, Yisong Yue, Debadeepta Dey, J. Andrew Bagnell
2013	—	`conf`	Learning Policies for Contextual Submodular Prediction. ICML (3) Stéphane Ross, Jiaji Zhou, Yisong Yue, Debadeepta Dey, Drew Bagnell
2013	A*	`conf`	Learning monocular reactive UAV control in cluttered natural environments. ICRA Stéphane Ross, Narek Melik-Barkhudarov, Kumar Shaurya Shankar, Andreas Wendel, Debadeepta Dey, J. Andrew Bagnell, Martial Hebert
2013	J	`jnl`	Normalized Online Learning CoRR Stéphane Ross, Paul Mineiro, John Langford
2013	A	`conf`	Normalized Online Learning. UAI Stéphane Ross, Paul Mineiro, John Langford
2012	J	`jnl`	Agnostic System Identification for Model-Based Reinforcement Learning CoRR Stéphane Ross, J. Andrew Bagnell
2012	A*	`conf`	Agnostic System Identification for Model-Based Reinforcement Learning. ICML Stéphane Ross, Drew Bagnell
2012	J	`jnl`	Learning Monocular Reactive UAV Control in Cluttered Natural Environments CoRR Stéphane Ross, Narek Melik-Barkhudarov, Kumar Shaurya Shankar, Andreas Wendel, Debadeepta Dey, J. Andrew Bagnell, Martial Hebert
2012	J	`jnl`	Model-Based Bayesian Reinforcement Learning in Large Structured Domains CoRR Stéphane Ross, Joelle Pineau
2011	J	`jnl`	A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes. J. Mach. Learn. Res. Stéphane Ross, Joelle Pineau, Brahim Chaib-draa, Pierre Kreitmann
2011	A	`conf`	A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning. AISTATS Stéphane Ross, Geoffrey J. Gordon, Drew Bagnell
2011	A*	`conf`	Learning message-passing inference machines for structured prediction. CVPR Stéphane Ross, Daniel Munoz, Martial Hebert, J. Andrew Bagnell
2011	J	`jnl`	Stability Conditions for Online Learnability CoRR Stéphane Ross, J. Andrew Bagnell
2010	A	`conf`	Efficient Reductions for Imitation Learning. AISTATS Stéphane Ross, Drew Bagnell
2010	J	`jnl`	No-Regret Reductions for Imitation Learning and Structured Prediction CoRR Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell
2009	A	`conf`	Bayesian reinforcement learning in continuous POMDPs with gaussian processes. IROS Patrick Dallaire, Camille Besse, Stéphane Ross, Brahim Chaib-draa
2009	C	`conf`	Sensitivity Analysis of POMDP Value Functions. ICMLA Stéphane Ross, Masoumeh T. Izadi, Mark Mercer, David L. Buckeridge
2008	Misc	`conf`	Bayes-Adaptive POMDPs: A New Perspective on the Explore-Exploit Tradeoff in Partially Observable Domains. ISAIM Joelle Pineau, Stéphane Ross, Brahim Chaib-draa
2008	A*	`conf`	Bayesian reinforcement learning in continuous POMDPs with application to robot navigation. ICRA Stéphane Ross, Brahim Chaib-draa, Joelle Pineau
2008	A	`conf`	Model-Based Bayesian Reinforcement Learning in Large Structured Domains. UAI Stéphane Ross, Joelle Pineau
2008	J	`jnl`	Online Planning Algorithms for POMDPs. J. Artif. Intell. Res. Stéphane Ross, Joelle Pineau, Sébastien Paquet, Brahim Chaib-draa
2007	A*	`conf`	AEMS: An Anytime Online Search Algorithm for Approximate Policy Refinement in Large POMDPs. IJCAI Stéphane Ross, Brahim Chaib-draa
2007	—	`conf`	Bayes-Adaptive POMDPs. NIPS Stéphane Ross, Brahim Chaib-draa, Joelle Pineau
2007	—	`conf`	Theoretical Analysis of Heuristic Search Methods for Online POMDPs. NIPS Stéphane Ross, Joelle Pineau, Brahim Chaib-draa
2006	—	`conf`	Satisfaction Equilibrium: Achieving Cooperation in Incomplete Information Games. Canadian AI Stéphane Ross, Brahim Chaib-draa